Edit Profile (opens in new tab) Molenberghs, Geert Compute Distance To: Compute Author ID: molenberghs.geert Published as: Molenberghs, Geert; Molenberghs, G. Homepage: https://www.kuleuven.be/wieiswie/en/person/00056633 External Links: MGP · ORCID · Wikidata · Google Scholar · dblp · IdRef · theses.fr Documents Indexed: 204 Publications since 1989, including 3 Books 8 Contributions as Editor Reviewing Activity: 41 Reviews Co-Authors: 208 Co-Authors with 211 Joint Publications 2,707 Co-Co-Authors all top 5 Co-Authors 1 single-authored 63 Verbeke, Geert N. 27 Kenward, Michael G. 22 Aerts, Marc 21 Geys, Helena 20 Alonso, Ariel 15 Lipsitz, Stuart R. 14 Faes, Christel 13 Burzykowski, Tomasz 13 Buyse, Marc 11 Demétrio, Clarice Garcia Borges 10 Fitzmaurice, Garrett Martin 10 Lesaffre, Emmanuel M. E. H. 10 Thijs, Herbert 9 Beunckens, Caroline 8 Hens, Niel 8 Ibrahim, Joseph George 8 Renard, Didier 8 Shkedy, Ziv 8 Vangeneugden, Tony 7 Sotto, Cristina 7 van der Elst, Wim 6 Iddi, Samuel 6 Jansen, Ivy 6 Michiels, Bart 6 Rizopoulos, Dimitris 5 Bijnens, Luc 5 Cortinas Abrahantes, José 5 Goetghebeur, Els J. 5 Pryseley, Assam 4 Alonso Abad, Ariel 4 Berckmoes, Ben 4 Declerck, Lieven 4 Laenen, Annouschka 4 Litière, Saskia 4 Mallinckrodt, Craig H. 4 Rakhmawati, Trias Wahyuni 4 Ryan, Louise M. 4 Suárez, Carmen Cadarso 4 Tilahun, Abel 3 Aregay, Mehreteab 3 Beutels, Philippe 3 Claeskens, Gerda 3 Creemers, An 3 Dendale, Paul 3 Hermans, Lisa 3 Kalema, George 3 Kassahun, Wondwosen 3 Nassiri, Vahid 3 Njagi, Edmund Njeru 3 van Steen, Kristel 2 Acuña, Carlos 2 Bruckers, Liesbeth 2 Carroll, Raymond James 2 Curran, Desmond 2 da Motta Singer, Julio 2 De Boeck, Paul 2 De Mulder, Wim 2 Dias, Carlos T. S. 2 Efendi, Achmad 2 Flórez, Alvaro Jóse 2 Leandro, Roseli Aparecida 2 Lin, Xihong 2 Milanzi, Elasma 2 Mwambi, Henry G. 2 Neyens, Thomas 2 Nooraee, Nazanin 2 Oliveira, Izabela R. C. 2 Paulino, Carlos Daniel Mimoso 2 Poleto, Frederico Z. 2 Serroyen, Jan 2 Tibaldi, Fabián S. 2 Uranga, Rolando 2 Van Damme, Pierre 2 van den Heuvel, Edwin R. 2 Vieira, Afrânio M. C. 2 Zhao, Lueping 1 Aaronson, N. K. 1 Abrams, Steven 1 Acunña, Carlos 1 Adriaenssens, Niels 1 Aerts, Conny 1 Aerts, Nancy 1 Ahnaou, Abdellah 1 Albert, Adelin 1 Allende Alonso, Sira Maria 1 Andrade, Marcela C. 1 Assam, Pryseley 1 Auget, Jean-Louis 1 Balakrishnan, Narayanaswamy 1 Banks, David L. 1 Bhattacharyya, Amit 1 Bierinckx, Bart 1 Birhanu, Teshome 1 Buyck, Christophe 1 Cano, Mónica 1 Cao, Ricardo 1 Clark, W. Scott 1 Coenen, Samuel 1 Corcoran, Chris 1 Crisp, Adam ...and 108 more Co-Authors all top 5 Serials 25 Biometrics 25 Computational Statistics and Data Analysis 21 Biometrical Journal 17 Statistical Modelling 13 Journal of Applied Statistics 11 Journal of Statistical Computation and Simulation 9 Communications in Statistics. Theory and Methods 9 Journal of the Royal Statistical Society. Series C. Applied Statistics 5 Statistical Science 5 Statistica Sinica 5 Biostatistics 4 Biometrika 4 Lifetime Data Analysis 3 Journal of the American Statistical Association 3 Statistica Neerlandica 3 Communications in Statistics. Simulation and Computation 3 Test 3 Springer Series in Statistics 2 Psychometrika 2 Journal of Statistical Planning and Inference 2 Journal of the Royal Statistical Society. Series C. Applied Statistics 2 Statistics & Probability Letters 2 Journal of the Royal Statistical Society. Series B 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Statistical Methods in Medical Research 2 Chapman & Hall/CRC Handbooks of Modern Statistical Methods 1 The American Statistician 1 Linear and Multilinear Algebra 1 Mathematical Biosciences 1 Metrika 1 British Journal of Mathematical & Statistical Psychology 1 International Statistical Review 1 Journal of Multivariate Analysis 1 Metron 1 Sequential Analysis 1 Journal of Theoretical Probability 1 Journal of the Japanese Society of Computational Statistics 1 Computational Statistics 1 Journal of Biopharmaceutical Statistics 1 Mathematical Methods of Statistics 1 Revista Investigación Operacional 1 SORT. Statistics and Operations Research Transactions 1 Mathematical Biosciences and Engineering 1 Statistical Methodology 1 Lecture Notes in Statistics 1 Monographs on Statistics and Applied Probability 1 The Annals of Applied Statistics 1 Statistics for Biology and Health 1 Statistics for Industry and Technology all top 5 Fields 209 Statistics (62-XX) 18 Numerical analysis (65-XX) 9 General and overarching topics; collections (00-XX) 9 Biology and other natural sciences (92-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Probability theory and stochastic processes (60-XX) 2 History and biography (01-XX) 2 Computer science (68-XX) 1 Number theory (11-XX) 1 Algebraic geometry (14-XX) 1 Associative rings and algebras (16-XX) 1 Integral equations (45-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 152 Publications have been cited 2,037 times in 1,167 Documents Cited by ▼ Year ▼ Linear mixed models for longitudinal data. Zbl 0956.62055Verbeke, Geert; Molenberghs, Geert 291 2000 Models for discrete longitudinal data. Zbl 1093.62002Molenberghs, Geert; Verbeke, Geert 181 2005 Marginal modeling of correlated ordinal data using a multivariate Plackett distribution. Zbl 0802.62063Molenberghs, Geert; Lesaffre, Emmanuel 80 1994 The use of score tests for inference on variance components. Zbl 1210.62013Verbeke, Geert; Molenberghs, Geert 47 2003 Every missingness not at random model has a missingness at random counterpart with equal fit. Zbl 1148.62046Molenberghs, Geert; Beunckens, Caroline; Sotto, Cristina; Kenward, Michael G. 46 2008 The analysis of longitudinal ordinal data with nonrandom drop-out. Zbl 0883.62120Molenberghs, G.; Kenward, M. G.; Lesaffre, E. 43 1997 Linear mixed models for longitudinal data. Paperback edition of the 2000 edition. Zbl 1162.62070Verbeke, Geert; Molenberghs, Geert 42 2009 A pairwise likelihood approach to estimation in multilevel probit models. Zbl 1429.62324Renard, Didier; Molenberghs, Geert; Geys, Helena 39 2003 A family of generalized linear models for repeated measures with normal and conjugate random effects. Zbl 1329.62342Molenberghs, Geert; Verbeke, Geert; Demétrio, Clarice G. B.; Vieira, Afrânio M. C. 38 2010 Longitudinal data analysis. Zbl 1144.62087 37 2009 Sensitivity analysis for nonrandom dropout: a local influence approach. Zbl 1209.62170Verbeke, Geert; Molenberghs, Geert; Thijs, Herbert; Lesaffre, Emmanuel; Kenward, Michael G. 36 2001 Criteria for the validation of surrogate endpoints in randomized experiments. Zbl 1058.62585Buyse, Marc; Molenberghs, Geert 36 1998 Quantile regression methods for longitudinal data with drop-outs: Application to CD4 cell counts of patients infected with the human immunodeficiency virus. Zbl 0908.62114Lipsitz, Stuart R.; Fitzmaurice, Garrett M.; Molenberghs, Geert; Zhao, Lue Ping 35 1997 Shared parameter models under random effects misspecification. Zbl 1437.62592Rizopoulos, Dimitris; Verbeke, Geert; Molenberghs, Geert 34 2008 An extended random-effects approach to modeling repeated, overdispersed count data. Zbl 1331.62363Molenberghs, Geert; Verbeke, Geert; Demétrio, Clarice G. B. 32 2007 Ignorance and uncertainty regions as inferential tools in a sensitivity analysis. Zbl 1108.62005Vansteelandt, Stijn; Goetghebeur, Els; Kenward, Michael G.; Molenberghs, Geert 32 2006 Monotone missing data and pattern-mixture models. Zbl 0946.62034Molenberghs, G.; Michiels, B.; Kenward, M. G.; Diggle, P. J. 31 1998 Type I and type II error under random-effects misspecification in generalized linear mixed models. Zbl 1274.62822Litière, Saskia; Alonso, Ariel; Molenberghs, Geert 30 2007 The validation of surrogate endpoints in meta-analyses of randomized experiments. Zbl 1122.62339Buyse, M.; Molenberghs, G.; Burzykowski, T.; Renard, D.; Geys, H. 29 2000 Regression models for longitudinal binary responses with informative drop-outs. Zbl 0827.62060Fitzmaurice, Garrett M.; Molenberghs, Geert; Lipsitz, Stuart R. 29 1995 The evaluation of surrogate endpoints. Zbl 1078.62113 29 2005 Transformation of non positive semidefinite correlation matrices. Zbl 0800.62345Rousseeuw, Peter J.; Molenberghs, Geert 29 1993 Linear mixed models in practice: a SAS-oriented approach. Zbl 0882.62064 26 1997 Missing data methods in longitudinal studies: a review. Zbl 1203.62193Ibrahim, Joseph G.; Molenberghs, Geert 25 2009 Validation of surrogate end points in multiple randomized clinical trials with failure time end points. Zbl 1112.62336Burzykowski, Tomasz; Molenberghs, Geert; Buyse, Marc; Geys, Helena; Renard, Didier 25 2001 Likelihood based frequentist inference when data are missing at random. Zbl 1099.62503Kenward, M. G.; Molenberghs, G. 25 1998 The nature of sensitivity in monotone missing not at random models. Zbl 1431.62497Jansen, Ivy; Hens, Niel; Molenberghs, Geert; Aerts, Marc; Verbeke, Geert; Kenward, Michael G. 23 2006 Sensitivity analysis for incomplete contingency tables: The Slovenian plebiscite case. Zbl 1021.62045Molenberghs, Geert; Kenward, Michael G.; Goetghebeur, Els 23 2001 Strategies to fit pattern-mixture models. Zbl 1133.62371Thijs, Herbert; Molenberghs, Geert; Michiels, Bart; Verbeke, Geert; Curran, Desmond 23 2002 Topics in modelling of clustered data. Zbl 1084.62513 21 2002 Pattern-mixture models with proper time dependence. Zbl 1035.62112Kenward, M. G.; Molenberghs, G.; Thijs, H. 20 2003 A local influence approach to sensitivity analysis of incomplete longitudinal ordinal data. Zbl 1022.62062van Steen, Kristel; Molenberghs, Geert; Verbeke, Geert; Thijs, Herbert 19 2001 Analyzing incomplete longitudinal clinical trial data. Zbl 1154.62398Molenberghs, Geert; Thijs, Herbert; Jansen, Ivy; Beunckens, Caroline; Kenward, Michael G.; Mallinckrodt, Craig; Carroll, Raymond J. 18 2004 An application of maximum likelihood and generalized estimating equations to the analysis of ordinal data from a longitudinal study with cases missing at random. Zbl 0825.62797Kenward, M. G.; Lesaffre, E.; Molenberghs, G. 18 1994 Local multiple imputation. Zbl 1017.62039Aerts, Marc; Claeskens, Gerda; Hens, Niel; Molenberghs, Geert 15 2002 Sensitivity analysis for incomplete categorical data. Zbl 0983.62078Kenward, Michael G.; Goetghebeur, Els; Molenberghs, Geert 15 2001 A review on linear mixed models for longitudinal data, possibly subject to dropout. Zbl 1106.62069Molenberghs, Geert; Verbeke, Geert 14 2001 A local influence approach applied to binary data from a psychiatric study. Zbl 1210.62169Jansen, Ivy; Molenberghs, Geert; Aerts, Marc; Thijs, Herbert; Van Steen, Kristel 14 2003 A latent-class mixture model for incomplete longitudinal Gaussian data. Zbl 1274.62721Beunckens, Caroline; Molenberghs, Geert; Verbeke, Geert; Mallinckrodt, Craig 12 2008 Tests for homogeneity of the risk difference when data are sparse. Zbl 1058.62626Lipsitz, Stuart R.; Dear, Keith B. G.; Laird, Nan M.; Molenberghs, Geert 12 1998 Influence analysis to assess sensitivity of the dropout process. Zbl 1077.62540Molenberghs, G.; Verbeke, G.; Thijs, H.; Lesaffre, E.; Kenward, M. G. 12 2001 A family of tests to detect misspecifications in the random-effects structure of generalized linear mixed models. Zbl 1452.62532Alonso, A.; Litière, S.; Molenberghs, G. 11 2008 Using a Box-Cox transformation in the analysis of longitudinal data with incomplete responses. Zbl 0944.62106Lipsitz, Stuart R.; Ibrahim, Joseph; Molenberghs, Geert 11 2000 Simplified hierarchical linear models for the evaluation of surrogate endpoints. Zbl 1184.62120Tibaldi, Fabián S.; Cortiñas Abrahantes, José; Molenberghs, Geert; Renard, Didier; Burzykowski, Tomasz; Buyse, Marc; Parmar, Max; Stijnen, Theo; Wolfinger, Russ 11 2003 Analyzing incomplete discrete longitudinal clinical trial data. Zbl 1426.62316Jansen, Ivy; Beunckens, Caroline; Molenberghs, Geert; Verbeke, Geert; Mallinckrodt, Craig 11 2006 A sensitivity analysis for shared-parameter models for incomplete longitudinal outcomes. Zbl 1207.62199Creemers, An; Hens, Niel; Aerts, Marc; Molenberghs, Geert; Verbeke, Geert; Kenward, Michael G. 10 2010 The effective sample size and an alternative small-sample degrees-of-freedom method. Zbl 1182.62098Faes, Christel; Molenberghs, Geert; Aerts, Marc; Verbeke, Geert; Kenward, Michael G. 10 2009 A combined overdispersed and marginalized multilevel model. Zbl 1242.62118Iddi, Samuel; Molenberghs, Geert 10 2012 Multiple-imputation-based residuals and diagnostic plots for joint models of longitudinal and survival outcomes. Zbl 1187.62176Rizopoulos, Dimitris; Verbeke, Geert; Molenberghs, Geert 9 2010 Choice of units of analysis and modeling strategies in multilevel hierarchical models. Zbl 1429.62482Abrahantes, José Cortiñas; Molenberghs, Geert; Burzykowski, Tomasz; Shkedy, Ziv; Abad, Ariel Alonso; Renard, Didier 9 2004 Estimating negative variance components from Gaussian and non-Gaussian data: a mixed models approach. Zbl 1284.62060Pryseley, Assam; Tchonlafi, Clotaire; Verbeke, Geert; Molenberghs, Geert 9 2011 Goodness-of-fit tests for ordinal response regression models. Zbl 0875.62572Lipsitz, Stuart R.; Fitzmaurice, Garrett M.; Molenberghs, Geert 9 1996 Pseudo-likelihood inference for clustered binary data. Zbl 0954.62530Geys, Helena; Molenberghs, Geert; Ryan, Louise M. 8 1997 Misspecifying the likelihood for clustered binary data. Zbl 1042.62620Molenberghs, Geert; Declerck, Lieven; Aerts, Marc 8 1998 Prentice’s approach and the meta-analytic paradigm: a reflection on the role of statistics in the evaluation of surrogate endpoints. Zbl 1274.62707Alonso, Ariel; Molenberghs, Geert; Burzykowski, Tomasz; Renard, Didier; Geys, Helena; Shkedy, Ziv; Tibaldi, Fabián; Abrahantes, José Cortiñas; Buyse, Marc 8 2004 Validation of surrogate markers in multiple randomized clinical trials with repeated measurements: canonical correlation approach. Zbl 1274.62705Alonso, Ariel; Geys, Helena; Molenberghs, Geert; Kenward, Michael G.; Vangeneugden, Tony 8 2004 Protective estimation of longitudinal categorical data with nonrandom dropout. Zbl 0964.62514Michiels, Bart; Molenberghs, Geert 7 1997 A simulation study comparing weighted estimating equations with multiple imputation based estimating equations for longitudinal binary data. Zbl 1452.62795Beunckens, Caroline; Sotto, Cristina; Molenberghs, Geert 7 2008 Pseudo-likelihood methodology for partitioned large and complex samples. Zbl 1219.62060Molenberghs, Geert; Verbeke, Geert; Iddi, Samuel 7 2011 A semiparametric method of multiple imputation. Zbl 0909.62026Lipsitz, Stuart R.; Zhao, Lue Ping; Molenberghs, Geert 7 1998 Simple fitting algorithms for incomplete categorical data. Zbl 0886.62062Molenberghs, Geert; Goetghebeur, Els 7 1997 Causal inference in a placebo-controlled clinical trial with binary outcome and ordered compliance. Zbl 0882.62105Goetghebeur, Els; Molenberghs, Geert 7 1996 GEE with Gaussian estimation of the correlations when data are incomplete. Zbl 1060.62537Lipsitz, Stuart R.; Molenberghs, Geert; Fitzmaurice, Garrett M.; Ibrahim, Joseph 7 2000 The milk protein trial: Influence analysis of the dropout process. Zbl 0986.62098Thijs, Herbert; Molenberghs, Geert; Verbeke, Geert 7 2000 Methods for analyzing multivariate binary data, with association between outcomes of interest. Zbl 0875.62209Molenberghs, Geert; Ritter, Linda L. 6 1996 Models for the association between ordinal variables. Zbl 1042.62557Lapp, Krista; Molenberghs, Geert; Lesaffre, Emmanuel 6 1998 Local influence diagnostics for hierarchical count data models with overdispersion and excess zeros. Zbl 1353.62125Rakhmawati, Trias Wahyuni; Molenberghs, Geert; Verbeke, Geert; Faes, Christel 6 2016 Bias in estimating association parameters for longitudinal binary responses with drop-outs. Zbl 1209.62219Fitzmaurice, Garrett M.; Lipsitz, Stuart R.; Molenberghs, Geert; Ibrahim, Joseph G. 6 2001 Regression modelling of weighted \(\kappa\) by using generalized estimating equations. Zbl 0974.62102Gonin, René; Lipsitz, Stuart R.; Fitzmaurice, Garett M.; Molenberghs, Geert 6 2000 A mixed effects least squares support vector machine model for classification of longitudinal data. Zbl 1239.62077Luts, Jan; Molenberghs, Geert; Verbeke, Geert; Van Huffel, Sabine; Suykens, Johan A. K. 6 2012 A nonparametric approach to weighted estimating equations for regression analysis with missing covariates. Zbl 1239.62040Creemers, An; Aerts, Marc; Hens, Niel; Molenberghs, Geert 6 2012 On the Weibull-Gamma frailty model, its infinite moments, and its connection to generalized log-logistic, logistic, Cauchy, and extreme-value distributions. Zbl 1353.62112Molenberghs, Geert; Verbeke, Geert 5 2011 Semi-parametric marginal models for hierarchical data and their corresponding full models. Zbl 1464.62133Molenberghs, Geert; Kenward, Michael G. 5 2010 Diagnosing misspecification of the random-effects distribution in mixed models. Zbl 1366.62213Drikvandi, Reza; Verbeke, Geert; Molenberghs, Geert 5 2017 Sensitivity analysis of continuous incomplete longitudinal outcomes. Zbl 1090.62506Molenberghs, Geert; Thijs, Herbert; Kenward, Michael G.; Verbeke, Geert 5 2003 A pattern-mixture odds ratio model for incomplete categorical data. Zbl 1156.62381Michiels, Bart; Molenberghs, Geert; Lipsitz, Stuart R. 5 1999 Selection models and pattern-mixture models for incomplete data with covariates. Zbl 1059.62677Michiels, Bart; Molenberghs, Geert; Lipsitz, Stuart R. 5 1999 Validation of a longitudinally measured surrogate marker for a time-to-event endpoint. Zbl 1121.62475Renard, Didier; Geys, Helena; Molenberghs, Geert; Burzykowski, Tomasz; Buyse, Marc; Vangeneugden, Tony; Bijnens, Luc 5 2003 Surrogate marker evaluation from an information theory perspective. Zbl 1124.62070Alonso, Ariel; Molenberghs, Geert 5 2007 A simple and fast alternative to the EM algorithm for incomplete categorical data and latent class models. Zbl 1080.62520Galecki, Andrzej T.; Ten Have, Thomas R.; Molenberghs, Geert 5 2001 Marginal correlation in longitudinal binary data based on generalized linear mixed models. Zbl 1202.62080Vangeneugden, Tony; Molenberghs, Geert; Laenen, Annouschka; Geys, Helena; Beunckens, Caroline; Sotto, Cristina 4 2010 A hierarchical modeling approach for risk assessment in developmental toxicity studies. Zbl 1157.62533Faes, Christel; Geys, Helena; Aerts, Marc; Molenberghs, Geert 4 2006 A flexible method to measure synchrony in neuronal firing. Zbl 1469.62390Faes, Christel; Geys, Helena; Molenberghs, Geert; Aerts, Marc; Cadarso-Suárez, Carmen; Acuña, Carlos; Cano, Mónica 4 2008 A note on the comparison of pseudo-liklihood and generalized estimating equations for marginally specified odds ratio models with exchangeable association structure. Zbl 0940.62065Geys, Helena; Molenberghs, Geert; Lipsitz, Stuart 4 1998 Handbook of missing data methodology. Zbl 1369.62007 4 2015 Graphical exploration of gene expression data: a comparative study of three multivariate methods. Zbl 1274.62904Wouters, Luc; Göhlmann, Hinrich W.; Bijnens, Luc; Kass, Stefan U.; Molenberghs, Geert; Lewi, Paul J. 4 2003 Kernel weighted influence measures. Zbl 1429.62536Hens, Niel; Aerts, Marc; Molenberghs, Geert; Thijs, Herbert; Verbeke, Geert 4 2005 A sensitivity analysis of two multivariate response models. Zbl 0937.62646Lesaffre, Emmanuel; Verbeke, Geert; Molenberghs, Geert 4 1994 Assessing response profiles from incomplete longitudinal clinical trial data under regulatory considerations. Zbl 1180.62178Mallinckrodt, Craig H.; Clark, W. Scott; Carroll, Raymond J.; Molenberghs, Geert 4 2003 On the relationship between the causal-inference and meta-analytic paradigms for the validation of surrogate endpoints. Zbl 1419.62304Alonso, Ariel; van der Elst, Wim; Molenberghs, Geert; Buyse, Marc; Burzykowski, Tomasz 4 2015 GEE for longitudinal ordinal data: comparing R-geepack, R-multgee, R-repolr, SAS-GENMOD, SPSS-GENLIN. Zbl 06984012Nooraee, Nazanin; Molenberghs, Geert; van den Heuvel, Edwin R. 4 2014 Dynamic predictions with time-dependent covariates in survival analysis using joint modeling and landmarking. Zbl 1379.62083Rizopoulos, Dimitris; Molenberghs, Geert; Lesaffre, Emmanuel M. E. H. 4 2017 A note on a hierarchical interpretation for negative variance components. Zbl 1420.62012Molenberghs, Geert; Verbeke, Geert 4 2011 Generalized shared-parameter models and missingness at random. Zbl 1420.62093Creemers, An; Hens, Niel; Aerts, Marc; Molenberghs, Geert; Verbeke, Geert; Kenward, Michael G. 4 2011 Pattern-mixture models for categorical outcomes with non-monotone missingness. Zbl 1432.62363Jansen, Ivy; Molenberghs, Geert 3 2010 Pseudo-likelihood estimation for incomplete data. Zbl 1206.62054Molenberghs, Geert; Kenward, Michael G.; Verbeke, Geert; Birhanu, Teshome 3 2011 Flexible surrogate marker evaluation from several randomized clinical trials with continuous endpoints, using R and SAS. Zbl 1162.62437Tilahun, Abel; Pryseley, Assam; Alonso, Ariel; Molenberghs, Geert 3 2007 A combined beta and normal random-effects model for repeated, overdispersed binary and binomial data. Zbl 1294.62040Molenberghs, Geert; Verbeke, Geert; Iddi, Samuel; Demétrio, Clarice G. B. 3 2012 Pseudo-likelihood for combined selection and pattern-mixture models for incomplete data. Zbl 0911.62020Molenberghs, Geert; Michiels, Bart; Kenward, Michael G. 3 1998 A bivariate pseudolikelihood for incomplete longitudinal binary data with nonignorable nonmonotone missingness. Zbl 1226.62129Sinha, Sanjoy K.; Troxel, Andrea B.; Lipsitz, Stuart R.; Sinha, Debajyoti; Fitzmaurice, Garrett M.; Molenberghs, Geert; Ibrahim, Joseph G. 3 2011 On the sample mean after a group sequential trial. Zbl 1469.62020Berckmoes, Ben; Ivanova, Anna; Molenberghs, Geert 2 2018 Clusters with random size: maximum likelihood versus weighted estimation in large samples. Zbl 1394.62085Hermans, Lisa; Nassiri, Vahid; Molenberghs, Geert; Kenward, Michael G.; Van der Elst, Wim; Aerts, Marc; Verbeke, Geert 1 2018 Diagnosing misspecification of the random-effects distribution in mixed models. Zbl 1366.62213Drikvandi, Reza; Verbeke, Geert; Molenberghs, Geert 5 2017 Dynamic predictions with time-dependent covariates in survival analysis using joint modeling and landmarking. Zbl 1379.62083Rizopoulos, Dimitris; Molenberghs, Geert; Lesaffre, Emmanuel M. E. H. 4 2017 Local influence diagnostics for generalized linear mixed models with overdispersion. Zbl 07282059Rakhmawati, Trias Wahyuni; Molenberghs, Geert; Verbeke, Geert; Faes, Christel 2 2017 Negative variance components for non-negative hierarchical data with correlation, over-, and/or underdispersion. Zbl 07282084Oliveira, I. R. C.; Molenberghs, G.; Verbeke, G.; Demétrio, C. G. B.; Dias, C. T. S. 1 2017 Local influence diagnostics for hierarchical count data models with overdispersion and excess zeros. Zbl 1353.62125Rakhmawati, Trias Wahyuni; Molenberghs, Geert; Verbeke, Geert; Faes, Christel 6 2016 A taxonomy of mixing and outcome distributions based on conjugacy and bridging. Zbl 1381.62236Kenward, Michael G.; Molenberghs, Geert 3 2016 The combined model: a tool for simulating correlated counts with overdispersion. Zbl 1347.62081Kalema, George; Iddi, Samuel; Molenberghs, Geert 3 2016 Local influence diagnostics for incomplete overdispersed longitudinal counts. Zbl 07281584Rakhmawati, Trias Wahyuni; Molenberghs, Geert; Verbeke, Geert; Faes, Christel 2 2016 Quantifying intraclass correlations for count and time-to-event data. Zbl 1386.62061Oliveira, Izabela R. C.; Molenberghs, Geert; Demétrio, Clarice G. B.; Dias, Carlos T. S.; Giolo, Suely R.; Andrade, Marcela C. 1 2016 Statistical evaluation of surrogate endpoints with examples from cancer clinical trials. Zbl 1403.62196Buyse, Marc; Molenberghs, Geert; Paoletti, Xavier; Oba, Koji; Alonso, Ariel; van der Elst, Wim; Burzykowski, Tomasz 1 2016 A Bayesian approach to analyse overdispersed longitudinal count data. Zbl 07281606Rizzato, Fernanda B.; Leandro, Roseli A.; Demétrio, Clarice G. B.; Molenberghs, Geert 1 2016 Handbook of missing data methodology. Zbl 1369.62007 4 2015 On the relationship between the causal-inference and meta-analytic paradigms for the validation of surrogate endpoints. Zbl 1419.62304Alonso, Ariel; van der Elst, Wim; Molenberghs, Geert; Buyse, Marc; Burzykowski, Tomasz 4 2015 A simulation study comparing multiple imputation methods for incomplete longitudinal ordinal data. Zbl 1328.62333Donneau, A. F.; Mauer, M.; Molenberghs, G.; Albert, A. 3 2015 A joint model for hierarchical continuous and zero-inflated overdispersed count data. Zbl 1457.62349Kassahun, Wondwosen; Neyens, Thomas; Molenberghs, Geert; Faes, Christel; Verbeke, Geert 2 2015 Reliability measures in item response theory: manifest versus latent correlation functions. Zbl 1406.91371Milanzi, Elasma; Molenberghs, Geert; Alonso, Ariel; Verbeke, Geert; De Boeck, Paul 1 2015 Comparison of additive and multiplicative Bayesian models for longitudinal count data with overdispersion parameters: a simulation study. Zbl 1328.62157Aregay, Mehreteab; Shkedy, Ziv; Molenberghs, Geert 1 2015 Different methods for handling incomplete longitudinal binary outcome due to missing at random dropout. Zbl 07035608Satty, A.; Mwambi, H.; Molenberghs, G. 1 2015 GEE for longitudinal ordinal data: comparing R-geepack, R-multgee, R-repolr, SAS-GENMOD, SPSS-GENLIN. Zbl 06984012Nooraee, Nazanin; Molenberghs, Geert; van den Heuvel, Edwin R. 4 2014 Marginal correlation from logit- and probit-beta-normal models for hierarchical binary data. Zbl 1309.62017Vangeneugden, Tony; Molenberghs, Geert; Verbeke, Geert; Demétrio, Clarice G. B. 3 2014 A characterization of missingness at random in a generalized shared-parameter joint modeling framework for longitudinal and time-to-event data, and sensitivity analysis. Zbl 1441.62453Njagi, Edmund Njeru; Molenberghs, Geert; Kenward, Michael G.; Verbeke, Geert; Rizopoulos, Dimitris 2 2014 Past, present, and future of statistical science. Zbl 1291.62001 2 2014 A marginalized combined gamma frailty and normal random-effects model for repeated, overdispersed, time-to-event outcomes. Zbl 1307.62225Efendi, Achmad; Molenberghs, Geert; Iddi, Samuel 1 2014 Cross nearest-spike interval based method to measure synchrony dynamics. Zbl 1279.62092González Montoro, Aldana M.; Cao, Ricardo; Faes, Christel; Molenberghs, Geert; Espinosa, Nelson; Cudeiro, Javier; Mariño, Jorge 1 2014 Longitudinal conditional models with intermittent missingness: SAS code and applications. Zbl 1453.62021Uranga, R.; Molenberghs, G. 1 2014 A hierarchical Bayesian approach for the analysis of longitudinal count data with overdispersion: a simulation study. Zbl 1365.62093Aregay, Mehreteab; Shkedy, Ziv; Molenberghs, Geert 2 2013 A joint model for longitudinal continuous and time-to-event outcomes with direct marginal interpretation. Zbl 1441.62335Efendi, Achmad; Molenberghs, Geert; Njagi, Edmund Njeru; Dendale, Paul 2 2013 A joint survival-longitudinal modelling approach for the dynamic prediction of rehospitalization in telemonitored chronic heart failure patients. Zbl 07257454Njagi, Edmund Njeru; Rizopoulos, Dimitris; Molenberghs, Geert; Dendale, Paul; Willekens, Koen 1 2013 A combined overdispersed and marginalized multilevel model. Zbl 1242.62118Iddi, Samuel; Molenberghs, Geert 10 2012 A mixed effects least squares support vector machine model for classification of longitudinal data. Zbl 1239.62077Luts, Jan; Molenberghs, Geert; Verbeke, Geert; Van Huffel, Sabine; Suykens, Johan A. K. 6 2012 A nonparametric approach to weighted estimating equations for regression analysis with missing covariates. Zbl 1239.62040Creemers, An; Aerts, Marc; Hens, Niel; Molenberghs, Geert 6 2012 A combined beta and normal random-effects model for repeated, overdispersed binary and binomial data. Zbl 1294.62040Molenberghs, Geert; Verbeke, Geert; Iddi, Samuel; Demétrio, Clarice G. B. 3 2012 Estimating negative variance components from Gaussian and non-Gaussian data: a mixed models approach. Zbl 1284.62060Pryseley, Assam; Tchonlafi, Clotaire; Verbeke, Geert; Molenberghs, Geert 9 2011 Pseudo-likelihood methodology for partitioned large and complex samples. Zbl 1219.62060Molenberghs, Geert; Verbeke, Geert; Iddi, Samuel 7 2011 On the Weibull-Gamma frailty model, its infinite moments, and its connection to generalized log-logistic, logistic, Cauchy, and extreme-value distributions. Zbl 1353.62112Molenberghs, Geert; Verbeke, Geert 5 2011 A note on a hierarchical interpretation for negative variance components. Zbl 1420.62012Molenberghs, Geert; Verbeke, Geert 4 2011 Generalized shared-parameter models and missingness at random. Zbl 1420.62093Creemers, An; Hens, Niel; Aerts, Marc; Molenberghs, Geert; Verbeke, Geert; Kenward, Michael G. 4 2011 Pseudo-likelihood estimation for incomplete data. Zbl 1206.62054Molenberghs, Geert; Kenward, Michael G.; Verbeke, Geert; Birhanu, Teshome 3 2011 A bivariate pseudolikelihood for incomplete longitudinal binary data with nonignorable nonmonotone missingness. Zbl 1226.62129Sinha, Sanjoy K.; Troxel, Andrea B.; Lipsitz, Stuart R.; Sinha, Debajyoti; Fitzmaurice, Garrett M.; Molenberghs, Geert; Ibrahim, Joseph G. 3 2011 MCMC-based estimation methods for continuous longitudinal data with non-random (non)-monotone missingness. Zbl 1247.62142Sotto, Cristina; Beunckens, Caroline; Molenberghs, Geert; Kenward, Michael G. 2 2011 A comparison of various software tools for dealing with missing data via imputation. Zbl 1431.62007Abrahantes, José Cortiñas; Sotto, Cristina; Molenberghs, Geert; Vromman, Geert; Bierinckx, Bart 1 2011 An information-theoretic approach to surrogate-marker evaluation with failure time endpoints. Zbl 1322.62321Pryseley, Assam; Tilahun, Abel; Alonso, Ariel; Molenberghs, Geert 1 2011 A family of generalized linear models for repeated measures with normal and conjugate random effects. Zbl 1329.62342Molenberghs, Geert; Verbeke, Geert; Demétrio, Clarice G. B.; Vieira, Afrânio M. C. 38 2010 A sensitivity analysis for shared-parameter models for incomplete longitudinal outcomes. Zbl 1207.62199Creemers, An; Hens, Niel; Aerts, Marc; Molenberghs, Geert; Verbeke, Geert; Kenward, Michael G. 10 2010 Multiple-imputation-based residuals and diagnostic plots for joint models of longitudinal and survival outcomes. Zbl 1187.62176Rizopoulos, Dimitris; Verbeke, Geert; Molenberghs, Geert 9 2010 Semi-parametric marginal models for hierarchical data and their corresponding full models. Zbl 1464.62133Molenberghs, Geert; Kenward, Michael G. 5 2010 Marginal correlation in longitudinal binary data based on generalized linear mixed models. Zbl 1202.62080Vangeneugden, Tony; Molenberghs, Geert; Laenen, Annouschka; Geys, Helena; Beunckens, Caroline; Sotto, Cristina 4 2010 Pattern-mixture models for categorical outcomes with non-monotone missingness. Zbl 1432.62363Jansen, Ivy; Molenberghs, Geert 3 2010 Using earlier measures in a longitudinal sequence as a potential surrogate for a later one. Zbl 1464.62143Pryseley, Assam; Tilahun, Abel; Alonso, Ariel; Molenberghs, Geert 1 2010 Linear mixed models for longitudinal data. Paperback edition of the 2000 edition. Zbl 1162.62070Verbeke, Geert; Molenberghs, Geert 42 2009 Longitudinal data analysis. Zbl 1144.62087 37 2009 Missing data methods in longitudinal studies: a review. Zbl 1203.62193Ibrahim, Joseph G.; Molenberghs, Geert 25 2009 The effective sample size and an alternative small-sample degrees-of-freedom method. Zbl 1182.62098Faes, Christel; Molenberghs, Geert; Aerts, Marc; Verbeke, Geert; Kenward, Michael G. 10 2009 Rejoinder to the comments on: Missing data methods in longitudinal studies: a review. Zbl 1203.62214Ibrahim, Joseph G.; Molenberghs, Geert 2 2009 Reliability of a longitudinal sequence of scale ratings. Zbl 1284.62721Laenen, Annouschka; Alonso, Ariel; Molenberghs, Geert; Vangeneugden, Tony 2 2009 Longitudinal and incomplete clinical studies. Zbl 1328.62593Molenberghs, Geert; Verbeke, Geert 2 2009 Marginalizing pattern-mixture models for categorical data subject to monotone missingness. Zbl 1433.62041Sotto, Cristina; Beunckens, Caroline; Molenberghs, Geert; Jansen, Ivy; Verbeke, Geert 1 2009 Every missingness not at random model has a missingness at random counterpart with equal fit. Zbl 1148.62046Molenberghs, Geert; Beunckens, Caroline; Sotto, Cristina; Kenward, Michael G. 46 2008 Shared parameter models under random effects misspecification. Zbl 1437.62592Rizopoulos, Dimitris; Verbeke, Geert; Molenberghs, Geert 34 2008 A latent-class mixture model for incomplete longitudinal Gaussian data. Zbl 1274.62721Beunckens, Caroline; Molenberghs, Geert; Verbeke, Geert; Mallinckrodt, Craig 12 2008 A family of tests to detect misspecifications in the random-effects structure of generalized linear mixed models. Zbl 1452.62532Alonso, A.; Litière, S.; Molenberghs, G. 11 2008 A simulation study comparing weighted estimating equations with multiple imputation based estimating equations for longitudinal binary data. Zbl 1452.62795Beunckens, Caroline; Sotto, Cristina; Molenberghs, Geert 7 2008 A flexible method to measure synchrony in neuronal firing. Zbl 1469.62390Faes, Christel; Geys, Helena; Molenberghs, Geert; Aerts, Marc; Cadarso-Suárez, Carmen; Acuña, Carlos; Cano, Mónica 4 2008 The meta-analytic framework for the evaluation of surrogate endpoints in clinical trials. Zbl 1138.62079Molenberghs, Geert; Burzykowski, Tomasz; Alonso, Ariel; Assam, Pryseley; Tilahun, Abel; Buyse, Marc 3 2008 Formal and informal model selection with incomplete data. Zbl 1327.62027Verbeke, Geert; Molenberghs, Geert; Beunckens, Caroline 2 2008 An extended random-effects approach to modeling repeated, overdispersed count data. Zbl 1331.62363Molenberghs, Geert; Verbeke, Geert; Demétrio, Clarice G. B. 32 2007 Type I and type II error under random-effects misspecification in generalized linear mixed models. Zbl 1274.62822Litière, Saskia; Alonso, Ariel; Molenberghs, Geert 30 2007 Surrogate marker evaluation from an information theory perspective. Zbl 1124.62070Alonso, Ariel; Molenberghs, Geert 5 2007 Flexible surrogate marker evaluation from several randomized clinical trials with continuous endpoints, using R and SAS. Zbl 1162.62437Tilahun, Abel; Pryseley, Assam; Alonso, Ariel; Molenberghs, Geert 3 2007 Psychotropic drug classification based on sleep-wake behaviour of rats. Zbl 05188766Wouters, Kristien; Ahnaou, Abdellah; Abrahantes, Jose Cortinas; Molenberghs, Geert; Geys, Helena; Bijnens, Luc; Drinkenburg, Wilhelmus H. I. M. 2 2007 Editorial. Zbl 1331.00052Lin, Xihong; Molenberghs, Geert 1 2007 A measure for the reliability of a rating scale based on longitudinal clinical trial data. Zbl 1291.62223Laenen, Annouschka; Alonso, Ariel; Molenberghs, Geert 1 2007 Ignorance and uncertainty regions as inferential tools in a sensitivity analysis. Zbl 1108.62005Vansteelandt, Stijn; Goetghebeur, Els; Kenward, Michael G.; Molenberghs, Geert 32 2006 The nature of sensitivity in monotone missing not at random models. Zbl 1431.62497Jansen, Ivy; Hens, Niel; Molenberghs, Geert; Aerts, Marc; Verbeke, Geert; Kenward, Michael G. 23 2006 Analyzing incomplete discrete longitudinal clinical trial data. Zbl 1426.62316Jansen, Ivy; Beunckens, Caroline; Molenberghs, Geert; Verbeke, Geert; Mallinckrodt, Craig 11 2006 A hierarchical modeling approach for risk assessment in developmental toxicity studies. Zbl 1157.62533Faes, Christel; Geys, Helena; Aerts, Marc; Molenberghs, Geert 4 2006 A local-influence-based diagnostic approach to a speeded item response theory model. Zbl 1109.62116Goegebeur, Yuri; De Boeck, Paul; Molenberghs, Geert; del Pino, Guido 1 2006 Models for discrete longitudinal data. Zbl 1093.62002Molenberghs, Geert; Verbeke, Geert 181 2005 The evaluation of surrogate endpoints. Zbl 1078.62113 29 2005 Kernel weighted influence measures. Zbl 1429.62536Hens, Niel; Aerts, Marc; Molenberghs, Geert; Thijs, Herbert; Verbeke, Geert 4 2005 Analyzing incomplete longitudinal clinical trial data. Zbl 1154.62398Molenberghs, Geert; Thijs, Herbert; Jansen, Ivy; Beunckens, Caroline; Kenward, Michael G.; Mallinckrodt, Craig; Carroll, Raymond J. 18 2004 Choice of units of analysis and modeling strategies in multilevel hierarchical models. Zbl 1429.62482Abrahantes, José Cortiñas; Molenberghs, Geert; Burzykowski, Tomasz; Shkedy, Ziv; Abad, Ariel Alonso; Renard, Didier 9 2004 Prentice’s approach and the meta-analytic paradigm: a reflection on the role of statistics in the evaluation of surrogate endpoints. Zbl 1274.62707Alonso, Ariel; Molenberghs, Geert; Burzykowski, Tomasz; Renard, Didier; Geys, Helena; Shkedy, Ziv; Tibaldi, Fabián; Abrahantes, José Cortiñas; Buyse, Marc 8 2004 Validation of surrogate markers in multiple randomized clinical trials with repeated measurements: canonical correlation approach. Zbl 1274.62705Alonso, Ariel; Geys, Helena; Molenberghs, Geert; Kenward, Michael G.; Vangeneugden, Tony 8 2004 Protective estimator for linear regression with nonignorably missing Gaussian outcomes. Zbl 1111.62049Lipsitz, Stuart R.; Molenberghs, Geert; Fitzmaurice, Garrett M.; Ibrahim, Joseph G. 3 2004 Meaningful statistical models formulations for repeated measures. Zbl 1074.62002Molenberghs, Geert; Verbeke, Geert 3 2004 A perspective on surrogate endpoints in controlled clinical trials. Zbl 1121.62639Molenberghs, Geert; Burzykowski, Tomasz; Alonso, Ariel; Buyse, Marc 3 2004 The use of score tests for inference on variance components. Zbl 1210.62013Verbeke, Geert; Molenberghs, Geert 47 2003 A pairwise likelihood approach to estimation in multilevel probit models. Zbl 1429.62324Renard, Didier; Molenberghs, Geert; Geys, Helena 39 2003 Pattern-mixture models with proper time dependence. Zbl 1035.62112Kenward, M. G.; Molenberghs, G.; Thijs, H. 20 2003 A local influence approach applied to binary data from a psychiatric study. Zbl 1210.62169Jansen, Ivy; Molenberghs, Geert; Aerts, Marc; Thijs, Herbert; Van Steen, Kristel 14 2003 Simplified hierarchical linear models for the evaluation of surrogate endpoints. Zbl 1184.62120Tibaldi, Fabián S.; Cortiñas Abrahantes, José; Molenberghs, Geert; Renard, Didier; Burzykowski, Tomasz; Buyse, Marc; Parmar, Max; Stijnen, Theo; Wolfinger, Russ 11 2003 Sensitivity analysis of continuous incomplete longitudinal outcomes. Zbl 1090.62506Molenberghs, Geert; Thijs, Herbert; Kenward, Michael G.; Verbeke, Geert 5 2003 Validation of a longitudinally measured surrogate marker for a time-to-event endpoint. Zbl 1121.62475Renard, Didier; Geys, Helena; Molenberghs, Geert; Burzykowski, Tomasz; Buyse, Marc; Vangeneugden, Tony; Bijnens, Luc 5 2003 Graphical exploration of gene expression data: a comparative study of three multivariate methods. Zbl 1274.62904Wouters, Luc; Göhlmann, Hinrich W.; Bijnens, Luc; Kass, Stefan U.; Molenberghs, Geert; Lewi, Paul J. 4 2003 Assessing response profiles from incomplete longitudinal clinical trial data under regulatory considerations. Zbl 1180.62178Mallinckrodt, Craig H.; Clark, W. Scott; Carroll, Raymond J.; Molenberghs, Geert 4 2003 Use of factorial polynomials for dose-response modelling and quantitative risk assessment in developmental toxicity studies. Zbl 1114.62359Faes, Christel; Geys, Helena; Aerts, Marc; Molenberghs, Geert 3 2003 Modelling forces of infection by using monotone local polynomials. Zbl 1111.92302Shkedy, Ziv; Aerts, Marc; Molenberghs, Geert; Beutels, Philippe; Van Damme, Pierre 3 2003 ...and 52 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 1,918 Authors 120 Molenberghs, Geert 54 Verbeke, Geert N. 21 Aerts, Marc 18 Kenward, Michael G. 18 Lesaffre, Emmanuel M. E. H. 17 Alonso, Ariel 14 Rizopoulos, Dimitris 12 da Motta Singer, Julio 12 Demétrio, Clarice Garcia Borges 12 Ganjali, Mojtaba 12 Ibrahim, Joseph George 12 Lipsitz, Stuart R. 11 Faes, Christel 11 Paula, Gilberto A. 10 Burzykowski, Tomasz 10 Fitzmaurice, Garrett Martin 10 Geys, Helena 10 Hens, Niel 9 Daniels, Michael J. 9 Lachos Dávila, Víctor Hugo 9 Taylor, Jeremy M. G. 9 Yi, Grace Yun 8 Beunckens, Caroline 8 Buyse, Marc 8 Iddi, Samuel 8 Shkedy, Ziv 8 Sinha, Sanjoy Kumar 8 Zhu, Lixing 7 Bolfarine, Heleno 7 Gilbert, Peter B. 7 Lee, Youngjo 7 Sotto, Cristina 7 Varin, Cristiano 6 Candel, Math J. J. M. 6 Chen, Baojiang 6 Cortinas Abrahantes, José 6 Feddag, Mohand-Larbi 6 Galea, Manuel 6 Leiva, Víctor 6 Sargent, Daniel J. 6 Thijs, Herbert 6 Van Breukelen, Gerard J. P. 6 Vangeneugden, Tony 6 Zhu, Hongtu 5 Agresti, Alan 5 Baghfalaki, Taban 5 Berger, Martijn P. F. 5 Cook, Richard J. 5 Cysneiros, Francisco José A. 5 de Rooij, Mark 5 Fëdorov, Valeriĭ V. 5 Fine, Jason Peter 5 Ghosh, Debashis 5 González-Manteiga, Wenceslao 5 Hinde, John P. 5 Huang, Xianzheng 5 Jansen, Ivy 5 Little, Roderick J. A. 5 Paulino, Carlos Daniel Mimoso 5 Pérez-González, Ana 5 Poleto, Frederico Z. 5 Pryseley, Assam 5 Qin, Jing 5 Sartori, Nicola 5 Tan, Frans E. S. 5 Tang, Niansheng 5 Tutz, Gerhard E. 5 van der Elst, Wim 5 Wang, Qihua 5 Wang, Wan-Lun 5 Wu, Colin O. 5 Yue, Rongxian 5 Zhu, Zhongyi 4 Acosta, Jonathan 4 Arellano-Valle, Reinaldo Boris 4 Bartolucci, Francesco 4 Beirlant, Jan 4 Biswas, Atanu 4 Boente, Graciela 4 Böhning, Dankmar 4 Carroll, Raymond James 4 Claeskens, Gerda 4 Colosimo, Enrico Antonio 4 Commenges, Daniel 4 De Boeck, Paul 4 De Castro, Mario H. 4 Edwards, Lloyd J. 4 Farcomeni, Alessio 4 Fox, Jean-Paul 4 Giampaoli, Viviana 4 Gumedze, Freedom N. 4 Huang, Ying 4 Ilk, Ozlem 4 Kato, Bernet Sekasanvu 4 Kazemi, Iraj 4 Laenen, Annouschka 4 Li, Zaixing 4 Lin, Jinguan 4 Lin, Kuochin 4 Litière, Saskia ...and 1,818 more Authors all top 5 Cited in 124 Serials 135 Computational Statistics and Data Analysis 126 Biometrics 87 Journal of Applied Statistics 56 Journal of Statistical Computation and Simulation 48 Statistical Modelling 44 Communications in Statistics. 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Pattern Analysis and Applications 1 The Econometrics Journal 1 Extremes 1 Methodology and Computing in Applied Probability ...and 24 more Serials all top 5 Cited in 24 Fields 1,141 Statistics (62-XX) 205 Numerical analysis (65-XX) 78 Biology and other natural sciences (92-XX) 22 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 20 Probability theory and stochastic processes (60-XX) 14 Computer science (68-XX) 6 Operations research, mathematical programming (90-XX) 5 Geophysics (86-XX) 4 General and overarching topics; collections (00-XX) 3 History and biography (01-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 2 Combinatorics (05-XX) 2 Systems theory; control (93-XX) 1 Mathematical logic and foundations (03-XX) 1 Algebraic geometry (14-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Integral equations (45-XX) 1 Operator theory (47-XX) 1 Differential geometry (53-XX) 1 Manifolds and cell complexes (57-XX) 1 Quantum theory (81-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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